Energy Modeler

COMPANY OVERVIEW

Pattern Energy is a leading renewable energy company that develops, constructs, owns, and operates high-quality wind and solar generation, transmission, green fuels and energy storage facilities. Our mission is to transition the world to renewable energy through the sustainable development and responsible operation of facilities with respect for the environment, communities, and cultures where we have a presence. 

Our approach begins and ends with establishing trust, accountability, and transparency. Our company values of creative spirit, pride of ownership, follow-through, and a team-first attitude drive us to pursue our mission every day. Our culture supports our values by fostering innovative and critical thinking and a deep belief in living up to our promises.  

Headquartered in San Francisco, Pattern has a portfolio of 30 power facilities and transmission assets across North America, serving various customers that provide low-cost clean energy to millions of consumers. 

JOB PURPOSE

The Energy Modeler role utilizes Pattern's internal capacity expansion and production cost modeling suite (WIS:dom) to analyze North American energy markets and develops a comprehensive view of the current Pattern pipeline of construction, operating asset performance, and market dynamics that might create opportunities or risks. The role will provide support for ESP to provide business actionable analysis to other departments of Pattern.

KEY ACCOUNTABILITIES

• Execute model simulations using the WIS:dom suite of tools. Provide output analysis of these simulations to the ESP team and external groups. Simulate energy systems under different scenarios (e.g., policy changes, technology adoption, or market fluctuations). Conduct forecasting for energy demand and supply, over different time horizons (hours to years).
• Integrate large datasets into the modeling framework. Gather and validate input data for models, including energy demand, resource availability, market trends, and environmental constraints. Find available market data and translate data into modeling WIS:dom parameters and maintain version control and documentation of changes.
• Automate repetitive tasks and enhance existing workflows to improve modeling accuracy and efficiency.
• Translate complex model outputs into actionable insights for decision-makers, including engineers, project managers, and policymakers.
• Work with multidisciplinary teams, including modelers, developers, analysts, GIS, and transmission analysts to align models with real-world conditions and objectives. Assist development of Pattern mathematical models and simulations of energy systems (WIS:dom modeling suite).

• Assist in the continual development and refinement of Pattern’s energy modeling suite (WIS:dom), working alongside team members to enhance forecasting accuracy, improve model assumptions, and integrate evolving market dynamics into simulations.

EXPERIENCE/QUALIFICATIONS/EDUCATION REQUIRED

Educational Requirements

Bachelor’s and/or master’s in electrical engineering, economics, mathematics, or a related quantitative field (power system emphasis desired).

Required Work Experience

3-5 years of experience in energy trading, renewables development or energy industry forecasting/analytics/research.

Required Knowledge

• High level of understanding of capacity expansion and production cost modeling either commercial (e.g., AURORA, SERVM, RESOLVE, PLEXOS, GE MAPS, PROMOD, UPLAN) or open source (e.g., ReEDs, PyPSA, GenX, TIMES).
• Familiarity with optimization techniques and algorithms (e.g., linear programming, Monte Carlo simulations).
• Knowledge of energy systems (renewable and conventional) and grid operations.
• Excellent programming skills in common languages for energy models (e.g., Python, GAMS, Julia), use of software best practices (e.g., Git), and familiarity with high-performance computing environments.

Preferred Skills

• Preferred familiarity with cloud platforms and large dataset tools (e.g., Azure, Databricks, etc.)
• Ability to work with large datasets, ensuring data integrity and reliability.
• Strong problem-solving skills for complex energy scenarios.
• Clear and concise reporting of findings to stakeholders.
• Ability to explain technical concepts to non-technical audiences.
• Manage deadlines, coordinate with teams, and handle multiple modeling tasks.

The expected starting pay range for this role is $80,000 USD - $108,000 USD. This range is an estimate and base pay may be above or below the ranges based on several factors including but not limited to location, work experience, certifications, and education. In addition to base pay, Pattern’s compensation program includes a bonus structure for full-time employees of all levels. We also provide a comprehensive benefits package which includes medical, dental, vision, short and long-term disability, life insurance, voluntary benefits, family care benefits, employee assistance program, paid time off and bonding leave, paid holidays, 401(k)/RRSP retirement savings plan with employer contribution, and employee referral bonuses.

Pattern Energy Group is an Equal Opportunity Employer.

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